Non-Zero Grid for Accurate 2-Bit Additive Power-of-Two CNN Quantization-Reference-Cited by-同舟云学术

Non-Zero Grid for Accurate 2-Bit Additive Power-of-Two CNN Quantization

Author:

Kim Young Min¹^ORCID,Han Kyunghyun²^ORCID,Lee Wai-Kong³^ORCID,Chang Hyung Jin⁴,Hwang Seong Oun³^ORCID

Affiliation:

1. Department of IT Convergence Engineering, Gachon University, Seongnam, South Korea

2. Department of Electronics and Computer Engineering, Hongik University, Sejong, South Korea

3. Department of Computer Engineering, Gachon University, Seongnam, South Korea

4. School of Computer Science, University of Birmingham, Birmingham, U.K

Funder

Institute of Information and Communications Technology Planning and Evaluation (IITP) and its High-Potential Individuals Global Training Program

National Research Foundation of Korea (NRF) funded by the Korean Government through the Ministry of Science and ICT

Gachon University Research Fund

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Link

Reference32 articles.

2. Batch normalization: Accelerating deep network training by reducing internal covariate shift;ioffe;Proc Int Conf Mach Learn,2015

5. Incremental network quantization: Towards lossless CNNs with low-precision weights;zhou;arXiv 1702 03044,2017

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